Muzaffer Ay

1.1k total citations · 1 hit paper
14 papers, 575 citations indexed

About

Muzaffer Ay is a scholar working on Mechanical Engineering, Control and Systems Engineering and Civil and Structural Engineering. According to data from OpenAlex, Muzaffer Ay has authored 14 papers receiving a total of 575 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Mechanical Engineering, 9 papers in Control and Systems Engineering and 2 papers in Civil and Structural Engineering. Recurrent topics in Muzaffer Ay's work include Advanced machining processes and optimization (9 papers), Advanced Control Systems Optimization (6 papers) and Iterative Learning Control Systems (6 papers). Muzaffer Ay is often cited by papers focused on Advanced machining processes and optimization (9 papers), Advanced Control Systems Optimization (6 papers) and Iterative Learning Control Systems (6 papers). Muzaffer Ay collaborates with scholars based in Germany. Muzaffer Ay's co-authors include Dirk Abel, Max Schwenzer, Thomas Bergs, Sebastian Stemmler, Christian Hopmann, Fritz Klocke, Giuseppe Visconti, David A. Stenger, Michaël Herty and Jan Pennekamp and has published in prestigious journals such as Scientific Reports, The International Journal of Advanced Manufacturing Technology and Journal of Intelligent Manufacturing.

In The Last Decade

Muzaffer Ay

12 papers receiving 552 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Review on model predictive control: an engineering perspective

2021 499 citations Max Schwenzer, Muzaffer Ay et al. The International Journal of Advanced Manufacturing Technology profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Muzaffer Ay Germany	6	335	131	104	59	53	14	575
Max Schwenzer Germany	10	355 1.1×	160 1.2×	185 1.8×	59 1.0×	86 1.6×	19	665
Rakesh Borase India	4	349 1.0×	118 0.9×	94 0.9×	45 0.8×	43 0.8×	7	569
Rijun Wang China	10	94 0.3×	148 1.1×	97 0.9×	33 0.6×	56 1.1×	32	426
Bijan Moaveni Iran	12	313 0.9×	125 1.0×	119 1.1×	64 1.1×	16 0.3×	65	540
Christos Yiakopoulos Greece	9	329 1.0×	150 1.1×	193 1.9×	36 0.6×	21 0.4×	23	523
Jie Hou China	12	101 0.3×	101 0.8×	153 1.5×	40 0.7×	33 0.6×	31	516
Dazhi Wang China	14	364 1.1×	252 1.9×	95 0.9×	56 0.9×	16 0.3×	70	541
Haiyan Qiang China	9	469 1.4×	141 1.1×	190 1.8×	33 0.6×	19 0.4×	12	587
Y.P. Nikitin Russia	12	133 0.4×	69 0.5×	152 1.5×	29 0.5×	43 0.8×	55	389

Countries citing papers authored by Muzaffer Ay

Since Specialization

Citations

This map shows the geographic impact of Muzaffer Ay's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Muzaffer Ay with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Muzaffer Ay more than expected).

Fields of papers citing papers by Muzaffer Ay

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Muzaffer Ay. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Muzaffer Ay. The network helps show where Muzaffer Ay may publish in the future.

Co-authorship network of co-authors of Muzaffer Ay

This figure shows the co-authorship network connecting the top 25 collaborators of Muzaffer Ay. A scholar is included among the top collaborators of Muzaffer Ay based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Muzaffer Ay. Muzaffer Ay is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

14 of 14 papers shown

1.

Pennekamp, Jan, Muzaffer Ay, Benjamin L. Ebert, et al.. (2025). Connected, digitalized wire arc additive manufacturing: utilizing data in the internet of production to enable industrie 4.0. Scientific Reports. 15(1). 38672–38672.

2.

Schwenzer, Max, et al.. (2022). Model predictive force control in milling based on an ensemble Kalman filter. Journal of Intelligent Manufacturing. 33(7). 1907–1919. 14 indexed citations

3.

Ay, Muzaffer, et al.. (2022). Practical Nonlinear Model Predictive Control of a CNC Machining Center with Support Vector Machines. 1625–1631.

4.

Ay, Muzaffer, et al.. (2021). Recurrent Online and Transfer Learning of a CNC-Machining Center with Support Vector Machines. 7. 1–7. 2 indexed citations

5.

Schwenzer, Max, Muzaffer Ay, Thomas Bergs, & Dirk Abel. (2021). Review on model predictive control: an engineering perspective. The International Journal of Advanced Manufacturing Technology. 117(5-6). 1327–1349. 499 indexed citations breakdown →

6.

Stemmler, Sebastian, et al.. (2020). Quality Control in Injection Molding based on Norm-optimal Iterative Learning Cavity Pressure Control. IFAC-PapersOnLine. 53(2). 10380–10387. 11 indexed citations

7.

Schwenzer, Max, Giuseppe Visconti, Muzaffer Ay, et al.. (2020). Identifying trending model coefficients with an ensemble Kalman filter – a demonstration on a force model for milling. IFAC-PapersOnLine. 53(2). 2292–2298. 4 indexed citations

8.

Schwenzer, Max, Sebastian Stemmler, Muzaffer Ay, Thomas Bergs, & Dirk Abel. (2019). Ensemble Kalman filtering for force model identification in milling. Procedia CIRP. 82. 296–301. 5 indexed citations

9.

Ay, Muzaffer, David A. Stenger, Max Schwenzer, Dirk Abel, & Thomas Bergs. (2019). Kernel Selection for Support Vector Machines for System Identification of a CNC Machining Center. IFAC-PapersOnLine. 52(29). 192–198. 5 indexed citations

10.

Schwenzer, Max, Sebastian Stemmler, Muzaffer Ay, Thomas Bergs, & Dirk Abel. (2019). Continuous identification for mechanistic force models in milling. IFAC-PapersOnLine. 52(13). 1791–1796. 4 indexed citations

11.

Stemmler, Sebastian, Muzaffer Ay, Max Schwenzer, Dirk Abel, & Thomas Bergs. (2019). Model-based Predictive Force Control in Milling. 4313–4318. 6 indexed citations

12.

Stemmler, Sebastian, et al.. (2019). Cross-phase Model-based Predictive Cavity Pressure Control in Injection Molding. 360–367. 5 indexed citations

13.

Ay, Muzaffer, Sebastian Stemmler, Max Schwenzer, Dirk Abel, & Thomas Bergs. (2019). Model Predictive Control in Milling based on Support Vector Machines. IFAC-PapersOnLine. 52(13). 1797–1802. 15 indexed citations

14.

Ay, Muzaffer, Sebastian Stemmler, Dirk Abel, Max Schwenzer, & Fritz Klocke. (2018). System Identification of a CNC Machining Center with Support Vector Machines. 1–9. 5 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact